18.700 Problem Set 7
Due in class Tuesday November 12; late work will not be accepted. Your work
on graded problem sets should be written entirely on your own, although you may
consult others before writing.
1. (6 points) Suppose that V is a complex inner product space with orthogonal
basis (f1 , . . . , fn ), and T ∈ L(V ).
a) Prove that any vector v ∈ V can be written
v=
n
�
�v, fi �
fi .
�f
,
f
�
i
i
i=1
b) Find a formula involving inner products for the (i, j) entry aij of the matrix A
of T in the basis (f1 , . . . , fn ).
c) Find a formula involving inner products for the (i, j) entry bij of the matrix B
of T ∗ in the basis (f1 , . . . , fn ).
d) How do you pass from the matrix A to the matrix B?
2. (4 points) Suppose V = R2 . The identity operator I is a positive selfadjoint
operator, so according to Proposition 7.28 (which we’ll do next Tuesday; but you
don’t need it for this problem) I has a unique positive square root (namely I). Find
all selfadjoint square roots of I.
3. (4 points) Suppose V is a two-dimensional vector space over a field with q
elements. How many square roots does the identity operator have? (Notice that
“selfadjoint” doesn’t appear in this problem.)
4. (2 points) Axler, page 159, exercise 8.
5. (4 points)
a) Find a real number a so that there exists a selfadjoint operator T ∈ L(R3 ) with
the properties
T (1, 2, 3) = (0, 0, 0),
T (2, 5, a) = (2, 5, a).
b) Find an eigenvector of T that is not in Span ((1, 2, 3), (2, 5, a)).
Hint: part (b) sounds like you’re required to write down an operator T . You can
do that, but you can also find the eigenvector without finding T .
1
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18.700 Linear Algebra
Fall 2013
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